PH 250B (Guest Lecturer: Ben Arnold) An introduction to the analysis of studies with repeated measures or clustered data using GLM, GEE, and GLMM
This lecture reviews study designs that lead to correlated outcome measurements, and introduces three types of modeling strategies to account for outcome correlation. After introducing Generalized Linear Models (GLM), Generalized Estimating Equations (GEE), and Generalized Linear Mixed Models (GLMM), we walk through an example of their application in the context of a randomized controlled trial of in-house water purification to reduce gastrointestinal illness in the elderly.
Format22 - 1280x720 (hd720)
FulltitlePublic Health 250B - Guest Lecturer: Ben Arnold